Author

L. Shi

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Open access Aug 2026

MSFusion: Multi-Scale Cross-Modal Fusion with Adaptive Attention for Multimodal Medical Image Fusion

Results demonstrate that MSFusion sets a new standard for accurate, detailed, and clinically meaningful multimodal image fusion, and addresses insufficient exploitation of cross-scale complementarity by dynamically weighting features via learnable attention.

Liu Wang, Yang Zhou, Wen-Jia Li et al. · Biosensors · 0 citations

Open access Jul 2026

Multi-Level Online Public Opinion Sentiment Analysis Method Based on Text Features

Experimental results show that BBMC achieves better performance than the evaluated baseline models in terms of accuracy, recall, and F1-score, indicating the empirical effectiveness of the proposed task-oriented feature-integration strategy and capsule-based classification head for online public opinion sentiment analy...

Jian Zhao, Yi Sun, Dawei Xu et al. · Applied Sciences · 1 citation